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Add option to ignore casing in Includes eval template #655

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merged 3 commits into from
Apr 12, 2023
Merged

Add option to ignore casing in Includes eval template #655

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862c736
Add tests for ignore_case option for Includes eval template
trizko Apr 12, 2023
7cce6d0
Add option for ignoring casing in Includes eval template
trizko Apr 12, 2023
bdb9b93
Move ignore_case logic to utils.get_answer function
trizko Apr 12, 2023
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Move ignore_case logic to utils.get_answer function
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@trizko
trizko committed Apr 12, 2023
commit bdb9b930e7262761054e4d6d644612fac2aa9703
7 changes: 3 additions & 4 deletions evals/elsuite/basic/includes.py
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Original file line number Diff line number Diff line change
Expand Up @@ -28,11 +28,10 @@ def eval_sample(self, sample: Any, *_):
prompt=prompt,
)
sampled = result.get_completions()[0]
if self.ignore_case:
sampled = sampled.lower()
sample["ideal"] = [ref.lower() for ref in sample["ideal"]]

includes_answer = any([utils.get_answer(sampled, ref) for ref in sample["ideal"]])
includes_answer = any(
[utils.get_answer(sampled, ref, self.ignore_case) for ref in sample["ideal"]]
)
evals.record.record_metrics(accuracy=float(includes_answer))
return includes_answer

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8 changes: 6 additions & 2 deletions evals/elsuite/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -14,8 +14,12 @@
)


def get_answer(text, answer_prompt):
idx = text.rfind(answer_prompt)
def get_answer(text, answer_prompt, ignore_case=False):
if ignore_case:
idx = text.lower().rfind(answer_prompt.lower())
else:
idx = text.rfind(answer_prompt)

if idx == -1:
return None
return text[idx + len(answer_prompt) :]
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